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. Author manuscript; available in PMC: 2016 Jan 11.
Published in final edited form as: Med Care. 2013 Aug;51(8):699–705. doi: 10.1097/MLR.0b013e31829a4f73

Table 2.

Predictors of Out-of-Network Use among Mental Health and General Medical Populations

Characteristics Out-of-Network Use Odds Ratio (95% Confidence Interval)
Mental Health n = 849
General Medical n = 7786 Model 1 Model 2
Age
 18–29 1.12 (0.73–1.71) 0.48 (0.19–1.25) 0.59 (0.22–1.54)
 30–49 0.72* (0.55–0.94) 1.17 (0.70–1.97) 1.16 (0.67–1.99)
 50–64 1 (reference) 1 (reference) 1 (reference)
Sex
 Male 1 (reference) 1 (reference) 1 (reference)
 Female 1.50* (1.11–2.04) 1.66 (0.96–2.89) 1.51 (0.84–2.73)
Race
 White 1 (reference) 1 (reference) 1 (reference)
 Nonwhite 0.96 (0.67–1.38) 0.59 (0.28–1.27) 0.57 (0.26–1.28)
Marital status
 Married/living with partner 1 (reference) 1 (reference) 1 (reference)
 Divorced/separated/widowed 0.99 (0.65–1.52) 1.88 (0.95–3.71) 1.88 (0.91–3.89)
 Never married 1.42 (0.94–2.14) 3.03* (1.41–6.51) 2.87* (1.35–6.12)
Education
 High school or less 1 (reference) 1 (reference) 1 (reference)
 Some college 1.33 (0.86–2.07) 1.33 (0.50–3.52) 1.15 (0.42–3.16)
 Bachelor’s degree or higher 1.26 (0.81–1.97) 1.21 (0.47–3.11) 1.06 (0.40–2.80)
Income (per year)
 < $35,000 1.21 (0.76–1.95) 0.47 (0.20–1.08) 0.47 (0.20–1.12)
 $35,000–$59,000 0.48* (0.33–0.72) 0.22* (0.10–0.49) 0.22* (0.09–0.51)
 $60,000–$100,000 0.71* (0.52–0.97) 0.67 (0.36–1.25) 0.80 (0.41–1.55)
 > $100,000 1 (reference) 1 (reference) 1 (reference)
Residence in metropolitan area
 Yes 1.12 (0.72–1.74) 1.02 (0.43–2.42) 0.69 (0.22-2.17)
 No 1 (reference) 1 (reference) 1 (reference)
Region of country
 Northeast 1.19 (0.80–1.77) 1.01 (0.50–2.04) 0.90 (0.44–1.87)
 Midwest 0.96 (0.66–1.39) 0.42* (0.20–0.89) 0.34* (0.15–0.81)
 South 1.18 (0.81–1.71) 1.19 (0.60–2.35) 1.29 (0.67–2.51)
 West 1 (reference) 1 (reference) 1 (reference)
Health status (self-reported)
 Excellent, very good or good 1 (reference) 1 (reference) 1 (reference)
 Fair or poor 1.74* (1.11–2.73) 1.27 (0.56–2.86) 1.39 (0.59–3.31)
No. psychiatrists per 100,000
 < 7 1 (reference)
 7–12 1.66 (0.77–3.56)
 13–18 1.46 (0.65–3.27)
 ≥ 19 2.33* (1.10–4.93)

Model 2 includes number of psychiatrists per 100,000.

*

P < 0.05.

Models predict any out-of-network use and include either inpatient or outpatient contacts.